Triple

T903237
Position Surface form Disambiguated ID Type / Status
Subject Asha Hagi Elmi E19490 entity
Predicate ethnicGroup P194 FINISHED
Object Somali people
The Somali people are a Cushitic ethnic group native to the Horn of Africa, known for their shared Somali language, predominantly Muslim faith, and rich pastoral and trading traditions.
E106434 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: Somali people | Statement: [Asha Hagi Elmi, ethnicGroup, Somali people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Somali people
Context triple: [Asha Hagi Elmi, ethnicGroup, Somali people]
  • A. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • B. Songhai people
    The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
  • C. Tigrinya Muslims
    Tigrinya Muslims are an ethnoreligious community of Tigrinya-speaking people, primarily in Eritrea and northern Ethiopia, who practice Islam and share cultural ties with the broader Islamic world.
  • D. Somali
    Somali is a Cushitic language spoken primarily in Somalia and neighboring regions of the Horn of Africa, serving as a major lingua franca and national language for the Somali people.
  • E. Gambian Muslims
    Gambian Muslims are adherents of Islam from The Gambia, where they form the overwhelming majority of the population and shape much of the country’s religious and cultural life.
  • 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: Somali people
Triple: [Asha Hagi Elmi, ethnicGroup, Somali people]
Generated description
The Somali people are a Cushitic ethnic group native to the Horn of Africa, known for their shared Somali language, predominantly Muslim faith, and rich pastoral and trading traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Somali people
Target entity description: The Somali people are a Cushitic ethnic group native to the Horn of Africa, known for their shared Somali language, predominantly Muslim faith, and rich pastoral and trading traditions.
  • A. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • B. Songhai people
    The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
  • C. Tigrinya Muslims
    Tigrinya Muslims are an ethnoreligious community of Tigrinya-speaking people, primarily in Eritrea and northern Ethiopia, who practice Islam and share cultural ties with the broader Islamic world.
  • D. Somali
    Somali is a Cushitic language spoken primarily in Somalia and neighboring regions of the Horn of Africa, serving as a major lingua franca and national language for the Somali people.
  • E. Gambian Muslims
    Gambian Muslims are adherents of Islam from The Gambia, where they form the overwhelming majority of the population and shape much of the country’s religious and cultural life.
  • 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_69a4939e889c8190ac148b3ac1a7f90b completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ad56f4c08190a7a5091ff0eb3209 completed March 1, 2026, 9:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7c736bb6c8190a9cad1ef536be785 completed March 4, 2026, 5:46 a.m.
NEDg Description generation batch_69a7c7a5f03c81908bd3ed9eb3710141 completed March 4, 2026, 5:48 a.m.
NED2 Entity disambiguation (via description) batch_69a7c888cd98819082dc39739d14dc67 completed March 4, 2026, 5:52 a.m.
Created at: March 1, 2026, 7:39 p.m.