Triple
T16339687
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ujamaa: Essays on Socialism |
E396763
|
entity |
| Predicate | philosophicalFoundationOf |
P44927
|
FINISHED |
| Object | Tanzanian ujamaa policy |
E396760
|
NE FINISHED |
How this triple was built (3 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: Tanzanian ujamaa policy | Statement: [Ujamaa: Essays on Socialism, philosophicalFoundationOf, Tanzanian ujamaa policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tanzanian ujamaa policy Context triple: [Ujamaa: Essays on Socialism, philosophicalFoundationOf, Tanzanian ujamaa policy]
-
A.
Ujamaa
chosen
Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
-
B.
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.
-
C.
Ujima
Ujima is one of the seven principles of Kwanzaa, emphasizing collective work and responsibility within the community.
-
D.
Rwanda’s Vision 2020 development program
Rwanda’s Vision 2020 development program is a national long-term strategy aimed at transforming Rwanda into a middle-income, knowledge-based economy through reforms in governance, infrastructure, education, and private-sector–led growth.
-
E.
Government of Tanganyika
The Government of Tanganyika was the colonial and later independent administrative authority of the mainland territory that became part of modern-day Tanzania in East Africa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: philosophicalFoundationOf Context triple: [Ujamaa: Essays on Socialism, philosophicalFoundationOf, Tanzanian ujamaa policy]
-
A.
philosophicalTheme
Indicates that a work, idea, or discourse centrally involves or explores a particular philosophical concept, question, or line of thought.
-
B.
philosophicalConcept
Indicates that one entity is a philosophical concept that characterizes, explains, or is thematically central to the other entity.
-
C.
hasPhilosophyAbout
Indicates that one entity holds, develops, or expresses a philosophical view, theory, or stance concerning another entity or subject.
-
D.
philosophicalTradition
Indicates a relationship where an entity is associated with, belongs to, or is characterized by a particular philosophical school, movement, or line of thought.
-
E.
governedByPhilosophy
chosen
Indicates that an entity’s actions, policies, or structure are directed or constrained by a particular philosophical doctrine or set of principles.
- F. None of above.
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69e226eba9b48190af6e80d3d1c2aed3 |
completed | April 17, 2026, 12:26 p.m. |
Created at: April 10, 2026, 5:07 a.m.