Triple

T10394841
Position Surface form Disambiguated ID Type / Status
Subject The Last Face E244984 entity
Predicate castMember P1668 FINISHED
Object Sibongile Mlambo
Sibongile Mlambo is a Zimbabwean-born actress known for her roles in film and television, including appearances in projects like "The Last Face," "Siren," and "Teen Wolf."
E859524 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: Sibongile Mlambo | Statement: [The Last Face, castMember, Sibongile Mlambo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sibongile Mlambo
Context triple: [The Last Face, castMember, Sibongile Mlambo]
  • A. Strini Moodley
    Strini Moodley was a prominent South African anti-apartheid activist and intellectual closely associated with Steve Biko and the Black Consciousness Movement.
  • B. Patricia Nombuyiselo Noah
    Patricia Nombuyiselo Noah is a South African woman known for being Trevor Noah’s resilient and deeply influential mother, whose life under apartheid profoundly shaped his upbringing and memoir.
  • C. Thandekile Ndlovu
    Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • D. Ellen Kuzwayo
    Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
  • E. Sthandiwe Kgoroge
    Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
  • 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: Sibongile Mlambo
Triple: [The Last Face, castMember, Sibongile Mlambo]
Generated description
Sibongile Mlambo is a Zimbabwean-born actress known for her roles in film and television, including appearances in projects like "The Last Face," "Siren," and "Teen Wolf."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sibongile Mlambo
Target entity description: Sibongile Mlambo is a Zimbabwean-born actress known for her roles in film and television, including appearances in projects like "The Last Face," "Siren," and "Teen Wolf."
  • A. Strini Moodley
    Strini Moodley was a prominent South African anti-apartheid activist and intellectual closely associated with Steve Biko and the Black Consciousness Movement.
  • B. Patricia Nombuyiselo Noah
    Patricia Nombuyiselo Noah is a South African woman known for being Trevor Noah’s resilient and deeply influential mother, whose life under apartheid profoundly shaped his upbringing and memoir.
  • C. Thandekile Ndlovu
    Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • D. Ellen Kuzwayo
    Ellen Kuzwayo was a prominent South African anti-apartheid activist, social worker, and author known for her influential autobiography "Call Me Woman" and her advocacy for women's and children's rights.
  • E. Sthandiwe Kgoroge
    Sthandiwe Kgoroge is a South African actress and television personality known for her roles in popular local dramas and soap operas.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9ce6bb08190bfeaba98a126526d completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795c8271c81908a6b67822050c06d completed April 9, 2026, 12:04 p.m.
NEDg Description generation batch_69d7975308648190af421c90bd1200b7 completed April 9, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d798e6721c81909647d27ce0aa615a completed April 9, 2026, 12:17 p.m.
Created at: April 6, 2026, 12:06 p.m.