Triple
T16339686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ujamaa: Essays on Socialism |
E396763
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
The Varied Paths to Socialism
The Varied Paths to Socialism is an essay exploring different routes and strategies for achieving socialist societies, included within Julius Nyerere’s collection "Ujamaa: Essays on Socialism."
|
E1207303
|
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: The Varied Paths to Socialism | Statement: [Ujamaa: Essays on Socialism, hasPart, The Varied Paths to Socialism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Varied Paths to Socialism Context triple: [Ujamaa: Essays on Socialism, hasPart, The Varied Paths to Socialism]
-
A.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
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.
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.
-
D.
The Case for Socialism
The Case for Socialism is a political work advocating socialist principles and critiquing capitalist society, published in the mid-20th century.
-
E.
The Idea of Socialism
The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
- 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: The Varied Paths to Socialism Triple: [Ujamaa: Essays on Socialism, hasPart, The Varied Paths to Socialism]
Generated description
The Varied Paths to Socialism is an essay exploring different routes and strategies for achieving socialist societies, included within Julius Nyerere’s collection "Ujamaa: Essays on Socialism."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Varied Paths to Socialism Target entity description: The Varied Paths to Socialism is an essay exploring different routes and strategies for achieving socialist societies, included within Julius Nyerere’s collection "Ujamaa: Essays on Socialism."
-
A.
Re-envisioning Socialism
Re-envisioning Socialism is a work by economist Prabhat Patnaik that critically reassesses socialist theory and practice in light of contemporary global capitalism and proposes renewed socialist alternatives.
-
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.
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.
-
D.
The Case for Socialism
The Case for Socialism is a political work advocating socialist principles and critiquing capitalist society, published in the mid-20th century.
-
E.
The Idea of Socialism
The Idea of Socialism is a contemporary philosophical work by Axel Honneth that reinterprets and defends socialism as a normative project grounded in freedom, social cooperation, and democratic will-formation.
- 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_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. |
| NEDg | Description generation | batch_6a0028275f008190abd10f186bdf9fd2 |
completed | May 10, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0028e71de88190b48e33f2116e78dc |
completed | May 10, 2026, 6:42 a.m. |
Created at: April 10, 2026, 5:07 a.m.