Triple
T3895779
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Nyerere |
E88165
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Freedom and Socialism
Freedom and Socialism is a collection of political essays and speeches by Julius Nyerere outlining his vision of African socialism, self-reliance, and postcolonial nation-building in Tanzania.
|
E396764
|
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: Freedom and Socialism | Statement: [Julius Nyerere, notableWork, Freedom and Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Freedom and Socialism Context triple: [Julius Nyerere, notableWork, Freedom and Socialism]
-
A.
Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
-
B.
Liberalism
Liberalism is a political and moral philosophy centered on individual rights, civil liberties, democracy, and free markets as the basis for organizing society and government.
-
C.
Socialism and Government
"Socialism and Government" is a political work by Ramsay MacDonald in which he outlines and defends socialist principles and their practical application to modern democratic governance.
-
D.
libertarian socialism
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
-
E.
Freedom and Justice
Freedom and Justice is the national motto of Ghana, encapsulating the country's core values of liberty and fairness in its post-independence identity.
- 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: Freedom and Socialism Triple: [Julius Nyerere, notableWork, Freedom and Socialism]
Generated description
Freedom and Socialism is a collection of political essays and speeches by Julius Nyerere outlining his vision of African socialism, self-reliance, and postcolonial nation-building in Tanzania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Freedom and Socialism Target entity description: Freedom and Socialism is a collection of political essays and speeches by Julius Nyerere outlining his vision of African socialism, self-reliance, and postcolonial nation-building in Tanzania.
-
A.
Socialism
Socialism is a political and economic ideology that advocates collective or public ownership and democratic control of the means of production to promote social and economic equality.
-
B.
Liberalism
Liberalism is a political and moral philosophy centered on individual rights, civil liberties, democracy, and free markets as the basis for organizing society and government.
-
C.
Socialism and Government
"Socialism and Government" is a political work by Ramsay MacDonald in which he outlines and defends socialist principles and their practical application to modern democratic governance.
-
D.
libertarian socialism
Libertarian socialism is a left-wing political philosophy that advocates a stateless, classless society based on direct democracy, workers’ self-management, and decentralized, non-hierarchical institutions.
-
E.
Freedom and Justice
Freedom and Justice is the national motto of Ghana, encapsulating the country's core values of liberty and fairness in its post-independence identity.
- 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.