Triple
T15670123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marien Ngouabi |
E377285
|
entity |
| Predicate | ideology |
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: [Marien Ngouabi, ideology, African socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African socialism Context triple: [Marien Ngouabi, ideology, 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.
Ethiopian socialism
Ethiopian socialism was a Marxist-Leninist-inspired state ideology developed in Ethiopia under Mengistu Haile Mariam, combining centralized authoritarian rule with land nationalization and attempts at revolutionary social transformation.
-
E.
African nationalism
African nationalism is a political and ideological movement that advocates for the self-determination, unity, and liberation of African peoples from colonialism, racism, and oppression.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f1254508190a77a16b7bfd299ad |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67a431208190b7e0d1eefd55504a |
completed | May 9, 2026, 4:58 p.m. |
Created at: April 10, 2026, 4:16 a.m.