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	`—`	NE NERFINISHED

How this triple was built (3 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.

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 (2 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.

Created at: April 16, 2026, 11:39 a.m.