Triple

T2254068
Position Surface form Disambiguated ID Type / Status
Subject Southern Nilotic languages E49679 entity
Predicate includesLanguage P2177 FINISHED
Object Kipsigis
Kipsigis is a Southern Nilotic language spoken primarily by the Kipsigis people of Kenya, who are part of the larger Kalenjin ethnic group.
 E247221 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 | Statement: [Southern Nilotic languages, includesLanguage, Kipsigis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kipsigis
Context triple: [Southern Nilotic languages, includesLanguage, Kipsigis]
  • A. Ras Dejen
    Ras Dejen is the highest mountain in Ethiopia, located in the Simien Mountains and known for its dramatic highland scenery.
  • B. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • C. Yared
    Yared is a surname most notably associated with Gabriel Yared, the acclaimed Lebanese-French composer known for his film scores.
  • D. Ngoni
    Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
  • E. Tullu Dimtu
    Tullu Dimtu is the highest peak in Ethiopia’s Bale Mountains, known for its alpine landscapes and unique Afro-alpine biodiversity.
  • 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
Triple: [Southern Nilotic languages, includesLanguage, Kipsigis]
Generated description
Kipsigis is a Southern Nilotic language spoken primarily by the Kipsigis people of Kenya, who are part of the larger Kalenjin ethnic group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kipsigis
Target entity description: Kipsigis is a Southern Nilotic language spoken primarily by the Kipsigis people of Kenya, who are part of the larger Kalenjin ethnic group.
  • A. Ras Dejen
    Ras Dejen is the highest mountain in Ethiopia, located in the Simien Mountains and known for its dramatic highland scenery.
  • B. Joseph Gikatilla
    Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
  • C. Yared
    Yared is a surname most notably associated with Gabriel Yared, the acclaimed Lebanese-French composer known for his film scores.
  • D. Ngoni
    Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
  • E. Tullu Dimtu
    Tullu Dimtu is the highest peak in Ethiopia’s Bale Mountains, known for its alpine landscapes and unique Afro-alpine biodiversity.
  • 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_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc12029548190af9f2cdd7a4de2d6 completed March 7, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b1dd6fc8190bd762fb3a17258b0 completed March 9, 2026, 6:39 a.m.
NEDg Description generation batch_69ae6bbdef14819084b96389435ca080 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c2cfac48190b0425088e79cd122 completed March 9, 2026, 6:43 a.m.
Created at: March 4, 2026, 7:47 p.m.