Triple

T11747513
Position Surface form Disambiguated ID Type / Status
Subject Tsotsi E279321 entity
Predicate starring P1507 FINISHED
Object Zenzo Ngqobe
Zenzo Ngqobe is a South African actor best known internationally for his role in the Oscar-winning film "Tsotsi."
E948821 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: Zenzo Ngqobe | Statement: [Tsotsi, starring, Zenzo Ngqobe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zenzo Ngqobe
Context triple: [Tsotsi, starring, Zenzo Ngqobe]
  • A. Kenneth Nkosi
    Kenneth Nkosi is a South African actor and comedian best known internationally for his roles in acclaimed films such as "Tsotsi" and "District 9."
  • B. Louis Maqhubela
    Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
  • C. Lemogang Tsipa
    Lemogang Tsipa is a South African actor known for his roles in international film and television productions.
  • D. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • E. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • 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: Zenzo Ngqobe
Triple: [Tsotsi, starring, Zenzo Ngqobe]
Generated description
Zenzo Ngqobe is a South African actor best known internationally for his role in the Oscar-winning film "Tsotsi."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zenzo Ngqobe
Target entity description: Zenzo Ngqobe is a South African actor best known internationally for his role in the Oscar-winning film "Tsotsi."
  • A. Kenneth Nkosi
    Kenneth Nkosi is a South African actor and comedian best known internationally for his roles in acclaimed films such as "Tsotsi" and "District 9."
  • B. Louis Maqhubela
    Louis Maqhubela was a pioneering South African modernist painter known for his abstract and expressionist works that engaged with both African and European artistic traditions.
  • C. Lemogang Tsipa
    Lemogang Tsipa is a South African actor known for his roles in international film and television productions.
  • D. Amos Masondo
    Amos Masondo is a South African politician and former mayor of Johannesburg who has held senior leadership roles in the country’s national legislative structures.
  • E. Popo Molefe
    Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a50763a081908597da118bd0a64e completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1308339ac8190b579a8c1bee2a2c2 completed April 28, 2026, 10:11 p.m.
NEDg Description generation batch_69f138b5f8988190a7ff95095eafd0b1 completed April 28, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f14e9b30a88190a054961a2f7fc80d completed April 29, 2026, 12:19 a.m.
Created at: April 8, 2026, 9:41 p.m.