Triple

T15836452
Position Surface form Disambiguated ID Type / Status
Subject Marsabit County E383996 entity
Predicate ethnicGroup P194 FINISHED
Object Borana
The Borana are a Cushitic-speaking pastoralist ethnic group of the Oromo people, traditionally inhabiting arid regions of southern Ethiopia and northern Kenya.
 E1180376 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: Borana | Statement: [Marsabit County, ethnicGroup, Borana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borana
Context triple: [Marsabit County, ethnicGroup, Borana]
  • A. Samburu
    The Samburu are a semi-nomadic pastoralist people of northern Kenya, closely related to the Maasai and known for their cattle herding, age-set social system, and vibrant beadwork.
  • B. The Mara
    The Mara is a quick-service restaurant at Disney’s Animal Kingdom Lodge offering African-inspired and American dishes in a casual setting.
  • C. Guraru
    Guraru is a town in the Indian state of Bihar, known as a local settlement within the Gaya region.
  • D. Yebu
    Yebu is the ancient Egyptian name for Elephantine Island, a historically significant Nile island near Aswan that served as a strategic frontier and religious center.
  • E. Garango
    Garango is a town in Burkina Faso known for its cultural and municipal ties with the German town of Ladenburg.
  • 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: Borana
Triple: [Marsabit County, ethnicGroup, Borana]
Generated description
The Borana are a Cushitic-speaking pastoralist ethnic group of the Oromo people, traditionally inhabiting arid regions of southern Ethiopia and northern Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borana
Target entity description: The Borana are a Cushitic-speaking pastoralist ethnic group of the Oromo people, traditionally inhabiting arid regions of southern Ethiopia and northern Kenya.
  • A. Samburu
    The Samburu are a semi-nomadic pastoralist people of northern Kenya, closely related to the Maasai and known for their cattle herding, age-set social system, and vibrant beadwork.
  • B. The Mara
    The Mara is a quick-service restaurant at Disney’s Animal Kingdom Lodge offering African-inspired and American dishes in a casual setting.
  • C. Guraru
    Guraru is a town in the Indian state of Bihar, known as a local settlement within the Gaya region.
  • D. Yebu
    Yebu is the ancient Egyptian name for Elephantine Island, a historically significant Nile island near Aswan that served as a strategic frontier and religious center.
  • E. Garango
    Garango is a town in Burkina Faso known for its cultural and municipal ties with the German town of Ladenburg.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142e1fcd48190bcb884f6c65db847 completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13a83448190adcad8bb84622e55 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:49 a.m.