Triple
T20575632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cry, the Beloved Country (1995 film) |
E505209
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
John Kumalo
John Kumalo is a politically ambitious and charismatic but morally compromised leader in Alan Paton's "Cry, the Beloved Country," representing the tensions between activism and personal gain in apartheid-era South Africa.
|
E1441437
|
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: John Kumalo | Statement: [Cry, the Beloved Country (1995 film), character, John Kumalo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Kumalo Context triple: [Cry, the Beloved Country (1995 film), character, John Kumalo]
-
A.
Sydney Kumalo
Sydney Kumalo was a prominent South African sculptor and painter known for his modernist, African-inspired figurative works and significant contribution to 20th-century South African art.
-
B.
Stephen Kumalo
Stephen Kumalo is a humble, devout Zulu Anglican priest whose journey to Johannesburg exposes him to the social injustices and racial tensions of apartheid-era South Africa.
-
C.
Dali Tambo
Dali Tambo is a South African television presenter and social commentator, known for hosting the talk show "People of the South" and for being the son of anti-apartheid leader Oliver Tambo.
-
D.
Harry Nengwekhulu
Harry Nengwekhulu is a South African activist and intellectual known for his prominent leadership role in the anti-apartheid Black Consciousness Movement.
-
E.
Manguisa
Manguisa is a Bantu language spoken by the Manguisa people in parts of Central Africa, particularly in Cameroon.
- 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: John Kumalo Triple: [Cry, the Beloved Country (1995 film), character, John Kumalo]
Generated description
John Kumalo is a politically ambitious and charismatic but morally compromised leader in Alan Paton's "Cry, the Beloved Country," representing the tensions between activism and personal gain in apartheid-era South Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Kumalo Target entity description: John Kumalo is a politically ambitious and charismatic but morally compromised leader in Alan Paton's "Cry, the Beloved Country," representing the tensions between activism and personal gain in apartheid-era South Africa.
-
A.
Sydney Kumalo
Sydney Kumalo was a prominent South African sculptor and painter known for his modernist, African-inspired figurative works and significant contribution to 20th-century South African art.
-
B.
Stephen Kumalo
Stephen Kumalo is a humble, devout Zulu Anglican priest whose journey to Johannesburg exposes him to the social injustices and racial tensions of apartheid-era South Africa.
-
C.
Dali Tambo
Dali Tambo is a South African television presenter and social commentator, known for hosting the talk show "People of the South" and for being the son of anti-apartheid leader Oliver Tambo.
-
D.
Harry Nengwekhulu
Harry Nengwekhulu is a South African activist and intellectual known for his prominent leadership role in the anti-apartheid Black Consciousness Movement.
-
E.
Manguisa
Manguisa is a Bantu language spoken by the Manguisa people in parts of Central Africa, particularly in Cameroon.
- 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_69e0b4b721588190993ac7b0a9be2736 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a909785c8190a02b1195eadb384c |
completed | April 20, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08bb074a948190b6448663ca4abe6d |
completed | May 16, 2026, 6:44 p.m. |
| NEDg | Description generation | batch_6a08bc8ef2f48190a2ac7b184fdd7cf8 |
completed | May 16, 2026, 6:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08bd08c6988190b643f06650bc83b7 |
completed | May 16, 2026, 6:52 p.m. |
Created at: April 16, 2026, 11:39 a.m.