Triple

T15786196
Position Surface form Disambiguated ID Type / Status
Subject Northern Kenya E382744 entity
Predicate hasIndigenousPeople P194 FINISHED
Object Gabra people
The Gabra people are a traditionally nomadic, camel-herding Cushitic ethnic group inhabiting the arid border regions of northern Kenya and southern Ethiopia.
E1176131 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: Gabra people | Statement: [Northern Kenya, hasIndigenousPeople, Gabra people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gabra people
Context triple: [Northern Kenya, hasIndigenousPeople, Gabra people]
  • A. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • B. Meriam people
    The Meriam people are an Indigenous Torres Strait Islander group from the eastern Torres Strait Islands of Australia, known for their distinct culture, traditions, and connection to Mer (Murray Island).
  • C. Mahri people
    The Mahri people are an indigenous ethnic group of southern Arabia known for their distinct Mahri language, a Modern South Arabian tongue, and their traditional pastoral and coastal livelihoods.
  • D. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • E. Hawrami people
    The Hawrami people are an Iranian ethnic group native to the mountainous Hawraman region spanning parts of western Iran and northeastern Iraq, known for their distinct Hawrami (Gorani) language and rich Kurdish-influenced cultural 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: Gabra people
Triple: [Northern Kenya, hasIndigenousPeople, Gabra people]
Generated description
The Gabra people are a traditionally nomadic, camel-herding Cushitic ethnic group inhabiting the arid border regions of northern Kenya and southern Ethiopia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gabra people
Target entity description: The Gabra people are a traditionally nomadic, camel-herding Cushitic ethnic group inhabiting the arid border regions of northern Kenya and southern Ethiopia.
  • A. Shawiya people
    The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
  • B. Meriam people
    The Meriam people are an Indigenous Torres Strait Islander group from the eastern Torres Strait Islands of Australia, known for their distinct culture, traditions, and connection to Mer (Murray Island).
  • C. Mahri people
    The Mahri people are an indigenous ethnic group of southern Arabia known for their distinct Mahri language, a Modern South Arabian tongue, and their traditional pastoral and coastal livelihoods.
  • D. Nawda people
    The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
  • E. Hawrami people
    The Hawrami people are an Iranian ethnic group native to the mountainous Hawraman region spanning parts of western Iran and northeastern Iraq, known for their distinct Hawrami (Gorani) language and rich Kurdish-influenced cultural 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0540380448190a025338f0e62e6d1 completed April 16, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90a6365c8190833431cf079b21fb completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff916638048190ad4a6c85da9cef9d completed May 9, 2026, 7:56 p.m.
NED2 Entity disambiguation (via description) batch_69ff91cf6f7c81908361f85c9a98ae80 completed May 9, 2026, 7:58 p.m.
Created at: April 10, 2026, 4:48 a.m.