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.