Triple
T3895756
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Nyerere |
E88165
|
entity |
| Predicate | politicalIdeology |
P496
|
FINISHED |
| Object |
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.
|
E396760
|
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 | Statement: [Julius Nyerere, politicalIdeology, Ujamaa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ujamaa Context triple: [Julius Nyerere, politicalIdeology, Ujamaa]
-
A.
Tchambuli society
Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
-
B.
Mutwa community
The Mutwa community is a Muslim pastoral and artisan group of the Kutch region, known for its distinctive embroidery, nomadic heritage, and cultural traditions in the Rann of Kutch.
-
C.
Soshanguve
Soshanguve is a large township in the northern part of the Gauteng province of South Africa, known for its diverse population and proximity to Pretoria.
-
D.
Uhuru na Umoja
Uhuru na Umoja is the national motto of Tanzania, expressing the country’s core ideals of freedom and unity.
-
E.
Ovimbundu communities
Ovimbundu communities are ethnic groups primarily inhabiting Angola’s central highlands, known for their distinct Umbundu language and rich cultural traditions.
- 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 Triple: [Julius Nyerere, politicalIdeology, Ujamaa]
Generated description
Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ujamaa Target entity description: Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
-
A.
Tchambuli society
Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
-
B.
Mutwa community
The Mutwa community is a Muslim pastoral and artisan group of the Kutch region, known for its distinctive embroidery, nomadic heritage, and cultural traditions in the Rann of Kutch.
-
C.
Soshanguve
Soshanguve is a large township in the northern part of the Gauteng province of South Africa, known for its diverse population and proximity to Pretoria.
-
D.
Uhuru na Umoja
Uhuru na Umoja is the national motto of Tanzania, expressing the country’s core ideals of freedom and unity.
-
E.
Ovimbundu communities
Ovimbundu communities are ethnic groups primarily inhabiting Angola’s central highlands, known for their distinct Umbundu language and rich cultural traditions.
- 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.