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.