Triple
T16339682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ujamaa: Essays on Socialism |
E396763
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Ujamaa – The Basis of African Socialism |
E396763
|
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: Ujamaa – The Basis of African Socialism | Statement: [Ujamaa: Essays on Socialism, hasPart, Ujamaa – The Basis of African Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ujamaa – The Basis of African Socialism Context triple: [Ujamaa: Essays on Socialism, hasPart, Ujamaa – The Basis of African Socialism]
-
A.
Ujamaa: Essays on Socialism
chosen
Ujamaa: Essays on Socialism is a collection of writings by Julius Nyerere outlining his vision of African socialism and the philosophical foundations of Tanzania’s postcolonial development policies.
-
B.
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.
-
C.
Ujamaa
Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
-
D.
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.
-
E.
Toward the African Revolution
Toward the African Revolution is a posthumously published collection of Frantz Fanon’s political essays and speeches analyzing colonialism, racism, and the struggles for African liberation.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da08fbc88190a31127d10ca633d6 |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261b31c08190908a72bff20871be |
completed | May 10, 2026, 6:30 a.m. |
Created at: April 10, 2026, 5:07 a.m.