Triple

T10483123
Position Surface form Disambiguated ID Type / Status
Subject Kipsigis E247221 entity
Predicate ethnicGroupOfSpeakers P46225 FINISHED
Object 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.
E872223 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: Kipsigis people | Statement: [Kipsigis, ethnicGroupOfSpeakers, Kipsigis people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kipsigis people
Context triple: [Kipsigis, ethnicGroupOfSpeakers, Kipsigis people]
  • A. Gafat people
    The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
  • B. Segeju people
    The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
  • C. Kissi people
    The Kissi people are an ethnic group of West Africa, primarily inhabiting border regions of Guinea, Sierra Leone, and Liberia, known for their rice farming, distinctive language, and rich artistic and spiritual traditions.
  • D. Kisii people
    The Kisii people are a Bantu-speaking ethnic group in western Kenya known for their intensive farming, distinctive soapstone carvings, and rich cultural traditions.
  • E. 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.
  • 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: Kipsigis people
Triple: [Kipsigis, ethnicGroupOfSpeakers, Kipsigis people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kipsigis people
Target entity description: 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.
  • A. Gafat people
    The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
  • B. Segeju people
    The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
  • C. Kissi people
    The Kissi people are an ethnic group of West Africa, primarily inhabiting border regions of Guinea, Sierra Leone, and Liberia, known for their rice farming, distinctive language, and rich artistic and spiritual traditions.
  • D. Kisii people
    The Kisii people are a Bantu-speaking ethnic group in western Kenya known for their intensive farming, distinctive soapstone carvings, and rich cultural traditions.
  • E. 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.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509678ac88190984f18a2162e2dcf completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b047b588190a116f4fbd4cdbc35 completed April 10, 2026, 7:09 p.m.
NEDg Description generation batch_69d94ca07da481908f2d546f8ddc9326 completed April 10, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69d94e8687bc819082b672a64bf85500 completed April 10, 2026, 7:24 p.m.
Created at: April 6, 2026, 12:22 p.m.