Triple

T10708961
Position Surface form Disambiguated ID Type / Status
Subject Bul Nuer E252482 entity
Predicate spokenBy P2181 FINISHED
Object Bul Nuer people
The Bul Nuer people are a subgroup of the Nuer ethnic community of South Sudan, traditionally pastoralists known for cattle herding and a clan-based social structure.
E899163 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: Bul Nuer people | Statement: [Bul Nuer, spokenBy, Bul Nuer people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bul Nuer people
Context triple: [Bul Nuer, spokenBy, Bul Nuer people]
  • A. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
  • B. Kipsigis people
    The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
  • C. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • D. Turkana people
    The Turkana people are a Nilotic pastoralist ethnic group from northwestern Kenya, known for their livestock herding, semi-arid homeland around Lake Turkana, and rich traditions in dress, music, and social organization.
  • E. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving 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: Bul Nuer people
Triple: [Bul Nuer, spokenBy, Bul Nuer people]
Generated description
The Bul Nuer people are a subgroup of the Nuer ethnic community of South Sudan, traditionally pastoralists known for cattle herding and a clan-based social structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bul Nuer people
Target entity description: The Bul Nuer people are a subgroup of the Nuer ethnic community of South Sudan, traditionally pastoralists known for cattle herding and a clan-based social structure.
  • A. Dinka people
    The Dinka people are a Nilotic ethnic group native to South Sudan, known for their pastoralist traditions, cattle culture, and significant role in the country’s history and society.
  • B. Kipsigis people
    The Kipsigis people are a Kalenjin-speaking Nilotic ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle and rich oral traditions.
  • C. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • D. Turkana people
    The Turkana people are a Nilotic pastoralist ethnic group from northwestern Kenya, known for their livestock herding, semi-arid homeland around Lake Turkana, and rich traditions in dress, music, and social organization.
  • E. Muna people
    The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fe5063bc8190ba12fd68a59c9a03 completed April 9, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69e373af06588190879cd11cce11c7bb completed April 18, 2026, 12:06 p.m.
NEDg Description generation batch_69e378dcc92c8190952d4acfee2a309c completed April 18, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69e37be75a588190abb9569ef1e87279 completed April 18, 2026, 12:41 p.m.
Created at: April 8, 2026, 9:13 p.m.