Triple

T9606189
Position Surface form Disambiguated ID Type / Status
Subject Luo people of Kenya E231976 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Luhya people
The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
E849372 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: Luhya people | Statement: [Luo people of Kenya, neighboringEthnicGroup, Luhya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luhya people
Context triple: [Luo people of Kenya, neighboringEthnicGroup, Luhya people]
  • A. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • B. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • C. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Lungu people
    The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • 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: Luhya people
Triple: [Luo people of Kenya, neighboringEthnicGroup, Luhya people]
Generated description
The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luhya people
Target entity description: The Luhya people are a major Bantu ethnic group in western Kenya, known for their rich cultural traditions, agriculture, and significant influence in Kenyan politics and society.
  • A. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • B. Mwaghavul people
    The Mwaghavul people are an indigenous ethnic group primarily inhabiting parts of Plateau State in central Nigeria, known for their distinct language and rich cultural traditions.
  • C. Lango people
    The Lango people are a Nilotic ethnic group primarily inhabiting northern Uganda, known for their distinct language, cultural traditions, and historical role in the region.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Lungu people
    The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • 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_69ca8485a90c819094fe40b42fde9d70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a6006d48190adc03306533b9be6 completed April 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d6525a4af08190bcd8455e95a2f3ae completed April 8, 2026, 1:04 p.m.
NEDg Description generation batch_69d65348c988819083f4c8008a1f8cf7 completed April 8, 2026, 1:08 p.m.
NED2 Entity disambiguation (via description) batch_69d654b44070819098e1148e9dbd8a11 completed April 8, 2026, 1:14 p.m.
Created at: March 30, 2026, 8:08 p.m.