Triple

T8686820
Position Surface form Disambiguated ID Type / Status
Subject Borana-Arsi-Guji E206179 entity
Predicate hasAlternativeName P39 FINISHED
Object Southern Oromo
Southern Oromo, also known as Borana-Arsi-Guji, is a major dialect cluster of the Oromo language spoken predominantly in southern Ethiopia and parts of northern Kenya.
 E752423 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: Southern Oromo | Statement: [Borana-Arsi-Guji, hasAlternativeName, Southern Oromo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Oromo
Context triple: [Borana-Arsi-Guji, hasAlternativeName, Southern Oromo]
  • A. West Central Oromo
    West Central Oromo is a major dialect cluster of the Oromo language spoken in central Ethiopia, closely associated with communities in regions such as Shewa and Wollega.
  • B. Northern Gurage
    Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
  • C. Eastern Gurage
    Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
  • D. Western Gurage
    Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
  • E. southern Ethiopia
    Southern Ethiopia is a culturally diverse region of Ethiopia known for its numerous ethnic groups, languages, and rich agricultural landscapes.
  • 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: Southern Oromo
Triple: [Borana-Arsi-Guji, hasAlternativeName, Southern Oromo]
Generated description
Southern Oromo, also known as Borana-Arsi-Guji, is a major dialect cluster of the Oromo language spoken predominantly in southern Ethiopia and parts of northern Kenya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Oromo
Target entity description: Southern Oromo, also known as Borana-Arsi-Guji, is a major dialect cluster of the Oromo language spoken predominantly in southern Ethiopia and parts of northern Kenya.
  • A. West Central Oromo
    West Central Oromo is a major dialect cluster of the Oromo language spoken in central Ethiopia, closely associated with communities in regions such as Shewa and Wollega.
  • B. Northern Gurage
    Northern Gurage refers to a subgroup of closely related South Ethiosemitic languages spoken primarily by the Gurage people in central Ethiopia.
  • C. Eastern Gurage
    Eastern Gurage is a subgroup of the Gurage branch of South Ethiosemitic languages spoken in central Ethiopia.
  • D. Western Gurage
    Western Gurage is a subgroup of the Gurage languages spoken in southwestern Ethiopia, known for its distinctive Semitic linguistic features and regional dialect diversity.
  • E. southern Ethiopia
    Southern Ethiopia is a culturally diverse region of Ethiopia known for its numerous ethnic groups, languages, and rich agricultural landscapes.
  • 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_69ca835481fc819084e33d3bc883bfa6 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5730309081909a9a0256c9bf5f8f completed March 31, 2026, 11:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf288acb348190829e149a9089a0a1 completed April 3, 2026, 2:40 a.m.
NEDg Description generation batch_69cf2bcff84881908a7985fdf8189583 completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ca1ddac8190a36367e6bba8e3c8 completed April 3, 2026, 2:57 a.m.
Created at: March 30, 2026, 6:33 p.m.