Triple
T2834731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sarafina! |
E62321
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object | Leleti Khumalo |
E302635
|
NE FINISHED |
How this triple was built (2 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: Leleti Khumalo | Statement: [Sarafina!, starring, Leleti Khumalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leleti Khumalo Context triple: [Sarafina!, starring, Leleti Khumalo]
-
A.
Leleti Khumalo
chosen
Leleti Khumalo is a South African actress best known for her powerful role in the anti-apartheid film and stage musical "Sarafina!" and for her work in television dramas.
-
B.
Thandiwe Newton
Thandiwe Newton is a British actress acclaimed for her nuanced performances in film and television, including prominent roles in works such as "Crash," "Westworld," and numerous other critically praised projects.
-
C.
Lupita Nyong'o
Lupita Nyong'o is a Kenyan-Mexican actress acclaimed for her powerful film performances, stage work, and advocacy for diversity and representation in Hollywood.
-
D.
Danie Theron
Danie Theron was a famed Boer scout and guerrilla leader during the Second Anglo-Boer War, renowned for his daring reconnaissance and commando operations against British forces.
-
E.
Uzo Aduba
Uzo Aduba is an Emmy Award–winning American actress best known for her acclaimed portrayal of Suzanne "Crazy Eyes" Warren on the Netflix series "Orange Is the New Black."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdec18b808190aedae2ed11d53b15 |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d71c214819086422d2b16b1f49d |
completed | March 10, 2026, 1:32 p.m. |
Created at: March 6, 2026, 10:01 p.m.