Triple

T12669441
Position Surface form Disambiguated ID Type / Status
Subject Leleti Khumalo E302635 entity
Predicate movement P81 FINISHED
Object anti-apartheid movement (through artistic work) E140775 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: anti-apartheid movement (through artistic work) | Statement: [Leleti Khumalo, movement, anti-apartheid movement (through artistic work)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: anti-apartheid movement (through artistic work)
Context triple: [Leleti Khumalo, movement, anti-apartheid movement (through artistic work)]
  • A. anti-apartheid movement chosen
    The anti-apartheid movement was a global and domestic campaign that sought to end South Africa’s system of racial segregation and white minority rule through political activism, protest, and international pressure.
  • B. Sun City: Artists United Against Apartheid
    Sun City: Artists United Against Apartheid was a 1985 protest supergroup and musical project organized by Steven Van Zandt that united prominent musicians to oppose South African apartheid and the Sun City resort.
  • C. Black Consciousness Movement
    The Black Consciousness Movement was a South African anti-apartheid ideology and political-cultural movement that emphasized black pride, psychological liberation, and self-reliance, most prominently associated with activist Steve Biko in the 1960s and 1970s.
  • D. Black Arts Movement
    The Black Arts Movement was a 1960s–1970s African American artistic and literary movement that promoted Black cultural pride, political empowerment, and experimental forms in poetry, theater, visual arts, and music.
  • E. Black liberation movements
    Black liberation movements are social and political struggles led by people of African descent worldwide to resist racism, colonialism, and oppression and to achieve freedom, equality, and self-determination.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96183a6048190b2ef219eb9d20aa4 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688e101481909bc3b9e13ed84632 completed May 2, 2026, 9:11 p.m.
Created at: April 9, 2026, 5:20 p.m.