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.