Triple
T3895755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Nyerere |
E88165
|
entity |
| Predicate | politicalIdeology |
P496
|
FINISHED |
| Object | African socialism |
E186193
|
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: African socialism | Statement: [Julius Nyerere, politicalIdeology, African socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African socialism Context triple: [Julius Nyerere, politicalIdeology, African socialism]
-
A.
African socialism
chosen
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.
-
B.
Pan-Africanism
Pan-Africanism is a political and cultural movement advocating the unity, solidarity, and collective self-determination of people of African descent worldwide.
-
C.
African Communist
African Communist is a theoretical and political journal associated with the South African Communist Party that focuses on Marxist analysis and leftist perspectives on African and global issues.
-
D.
African Renaissance
African Renaissance is an intellectual and political movement advocating the cultural, economic, and political renewal of the African continent and its diaspora.
-
E.
Arab socialism
Arab socialism is a political and economic ideology that blends socialist principles with Arab nationalist goals of unity, independence, and social justice in the Arab world.
- 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_69aed9466d548190939f5217a23ed4ac |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecd197148190b5b24f7097c6049a |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c99bab88190bd63f5b9b3950001 |
completed | March 14, 2026, 8:30 a.m. |
Created at: March 9, 2026, 3:21 p.m.