Triple

T2084703
Position Surface form Disambiguated ID Type / Status
Subject Luo language E45322 entity
Predicate ethnicGroupAssociated P194 FINISHED
Object Luo people of Uganda
The Luo people of Uganda are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their rich oral traditions, cattle-keeping heritage, and significant influence on the region’s political and cultural history.
E231977 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: Luo people of Uganda | Statement: [Luo language, ethnicGroupAssociated, Luo people of Uganda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luo people of Uganda
Context triple: [Luo language, ethnicGroupAssociated, Luo people of Uganda]
  • A. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Bemba people
    The Bemba people are a major Bantu ethnic group of central and northern Zambia, known for their matrilineal social structure, rich oral traditions, and historical Bemba Kingdom.
  • D. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • E. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual 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: Luo people of Uganda
Triple: [Luo language, ethnicGroupAssociated, Luo people of Uganda]
Generated description
The Luo people of Uganda are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their rich oral traditions, cattle-keeping heritage, and significant influence on the region’s political and cultural history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luo people of Uganda
Target entity description: The Luo people of Uganda are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their rich oral traditions, cattle-keeping heritage, and significant influence on the region’s political and cultural history.
  • A. Nyamwezi people
    The Nyamwezi people are a major Bantu ethnic group of central Tanzania, historically known as long-distance traders, caravan porters, and influential participants in 19th-century regional commerce and politics.
  • B. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • C. Bemba people
    The Bemba people are a major Bantu ethnic group of central and northern Zambia, known for their matrilineal social structure, rich oral traditions, and historical Bemba Kingdom.
  • D. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • E. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba53d4488190a7d9eabcb6904e8e completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273f8e3481908c45f1686072a95d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29284a90819088ce2344b139e714 completed March 9, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ae29c9b6ac8190a0256fb911afaf72 completed March 9, 2026, 2 a.m.
Created at: March 4, 2026, 7:41 p.m.