Triple

T1645641
Position Surface form Disambiguated ID Type / Status
Subject Pan Africanist Congress E35575 entity
Predicate ideology P496 FINISHED
Object African socialism
African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
E186193 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: African socialism | Statement: [Pan Africanist Congress, ideology, African socialism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African socialism
Context triple: [Pan Africanist Congress, ideology, African socialism]
  • A. Pan-Africanism
    Pan-Africanism is a political and cultural movement advocating the unity, solidarity, and collective self-determination of people of African descent worldwide.
  • B. The Africa We Want
    "The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
  • C. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • D. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • E. Islamic socialism
    Islamic socialism is a political ideology that blends principles of socialism—such as social justice, wealth redistribution, and state-led development—with Islamic values, law, and cultural frameworks.
  • 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: African socialism
Triple: [Pan Africanist Congress, ideology, African socialism]
Generated description
African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African socialism
Target entity description: African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • A. Pan-Africanism
    Pan-Africanism is a political and cultural movement advocating the unity, solidarity, and collective self-determination of people of African descent worldwide.
  • B. The Africa We Want
    "The Africa We Want" is the aspirational slogan encapsulating the African Union’s long-term vision for a peaceful, prosperous, and integrated continent under Agenda 2063.
  • C. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • D. Maoism
    Maoism is a variant of communist ideology developed from Marxism–Leninism that emphasizes peasant-led revolution, protracted people’s war, and continuous class struggle under a vanguard party.
  • E. Islamic socialism
    Islamic socialism is a political ideology that blends principles of socialism—such as social justice, wealth redistribution, and state-led development—with Islamic values, law, and cultural frameworks.
  • 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_69a88604618c81908b41f6429c431eb6 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90a41e5a08190b97dd1c0b12c662a completed March 5, 2026, 4:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad60a26350819087e7a87b52561143 completed March 8, 2026, 11:42 a.m.
NEDg Description generation batch_69ad61d1806081909268a9a100b326a1 completed March 8, 2026, 11:47 a.m.
NED2 Entity disambiguation (via description) batch_69ad622acf5881908add72069bd2f060 completed March 8, 2026, 11:48 a.m.
Created at: March 4, 2026, 7:28 p.m.