Triple
T3895777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Nyerere |
E88165
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Ujamaa: Essays on Socialism
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.
|
E396763
|
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: Ujamaa: Essays on Socialism | Statement: [Julius Nyerere, notableWork, Ujamaa: Essays on Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ujamaa: Essays on Socialism Context triple: [Julius Nyerere, notableWork, Ujamaa: Essays on Socialism]
-
A.
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.
-
B.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
C.
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.
-
D.
Socialism As It Is
"Socialism As It Is" is a political and economic analysis book by American socialist and reformer William English Walling, examining the theory and practice of socialism in the early 20th century.
-
E.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
- 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: Ujamaa: Essays on Socialism Triple: [Julius Nyerere, notableWork, Ujamaa: Essays on Socialism]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ujamaa: Essays on Socialism Target entity description: 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.
-
A.
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.
-
B.
Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
-
C.
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.
-
D.
Socialism As It Is
"Socialism As It Is" is a political and economic analysis book by American socialist and reformer William English Walling, examining the theory and practice of socialism in the early 20th century.
-
E.
A Theory of Socialism and Capitalism
A Theory of Socialism and Capitalism is a libertarian economic and political treatise that contrasts socialist and capitalist systems from an Austrian School and anarcho-capitalist perspective.
- 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_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. |
| NEDg | Description generation | batch_69b51d61e89081909e1df16631274746 |
completed | March 14, 2026, 8:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51dcb5cb88190ad859cde9f10918a |
completed | March 14, 2026, 8:35 a.m. |
Created at: March 9, 2026, 3:21 p.m.