Triple

T7998990
Position Surface form Disambiguated ID Type / Status
Subject Azania E186196 entity
Predicate relatedConcept P37 FINISHED
Object Azanian People’s Organisation
The Azanian People’s Organisation is a South African Black Consciousness–oriented political party that emerged in the 1970s struggle against apartheid and advocates for radical socio-economic transformation.
E703936 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: Azanian People’s Organisation | Statement: [Azania, relatedConcept, Azanian People’s Organisation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azanian People’s Organisation
Context triple: [Azania, relatedConcept, Azanian People’s Organisation]
  • A. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • B. Coloured People’s Congress
    The Coloured People’s Congress was a South African anti-apartheid political organization representing Coloured communities and allied with the broader Congress Alliance in the mid-20th century struggle against racial segregation.
  • C. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • D. Afro-Shirazi Party
    The Afro-Shirazi Party was a Zanzibari political party that led the overthrow of the Arab-dominated Sultanate and became the dominant force in the islands’ post-revolution government.
  • E. Tanganyika African National Union
    Tanganyika African National Union was the dominant nationalist political party in Tanganyika that led the country to independence under the leadership of Julius Nyerere and later formed the core of Tanzania’s ruling party.
  • 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: Azanian People’s Organisation
Triple: [Azania, relatedConcept, Azanian People’s Organisation]
Generated description
The Azanian People’s Organisation is a South African Black Consciousness–oriented political party that emerged in the 1970s struggle against apartheid and advocates for radical socio-economic transformation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azanian People’s Organisation
Target entity description: The Azanian People’s Organisation is a South African Black Consciousness–oriented political party that emerged in the 1970s struggle against apartheid and advocates for radical socio-economic transformation.
  • A. Congress of African People
    The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
  • B. Coloured People’s Congress
    The Coloured People’s Congress was a South African anti-apartheid political organization representing Coloured communities and allied with the broader Congress Alliance in the mid-20th century struggle against racial segregation.
  • C. All-African People’s Revolutionary Party
    The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
  • D. Afro-Shirazi Party
    The Afro-Shirazi Party was a Zanzibari political party that led the overthrow of the Arab-dominated Sultanate and became the dominant force in the islands’ post-revolution government.
  • E. Tanganyika African National Union
    Tanganyika African National Union was the dominant nationalist political party in Tanganyika that led the country to independence under the leadership of Julius Nyerere and later formed the core of Tanzania’s ruling party.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c9a12788190a5607a538f4e07c1 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe114372c819086f06e184d5ebde2 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe440a66c8190a5d5b417fb5082b7 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc338a1c48819086ece073e04e8fa6 completed March 31, 2026, 8:50 p.m.
Created at: March 30, 2026, 5:17 p.m.