Triple

T5316187
Position Surface form Disambiguated ID Type / Status
Subject Wolaytta E119153 entity
Predicate primarySpeakers P18995 FINISHED
Object Wolaytta people
The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
E511823 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: Wolaytta people | Statement: [Wolaytta, primarySpeakers, Wolaytta people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wolaytta people
Context triple: [Wolaytta, primarySpeakers, Wolaytta people]
  • A. Gurage people
    The Gurage people are an ethnic group in Ethiopia known for their distinct Semitic languages, rich cultural traditions, and significant role in trade and agriculture.
  • B. Amhara people
    The Amhara people are a major ethnic group in Ethiopia known for their Semitic language (Amharic), historic role in Ethiopian state formation, and rich Christian cultural and literary traditions.
  • C. Oromo people
    The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
  • D. Afar people
    The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
  • E. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and 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: Wolaytta people
Triple: [Wolaytta, primarySpeakers, Wolaytta people]
Generated description
The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wolaytta people
Target entity description: The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
  • A. Gurage people
    The Gurage people are an ethnic group in Ethiopia known for their distinct Semitic languages, rich cultural traditions, and significant role in trade and agriculture.
  • B. Amhara people
    The Amhara people are a major ethnic group in Ethiopia known for their Semitic language (Amharic), historic role in Ethiopian state formation, and rich Christian cultural and literary traditions.
  • C. Oromo people
    The Oromo people are the largest ethnic group in Ethiopia and the Horn of Africa, with a distinct Cushitic language, rich cultural traditions, and a historic socio-political system known as the Gadaa.
  • D. Afar people
    The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
  • E. Obudu people
    The Obudu people are an ethnic group indigenous to the Obudu area of northern Cross River State in southeastern Nigeria, known for their distinct language and 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_69bd446b57bc8190a513d2e6c40314f3 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd854fd07c8190b4f1c3c8e618c308 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf188d3a2c8190ad06d1b71ef73780 completed March 21, 2026, 10:15 p.m.
NEDg Description generation batch_69bf195d26e88190b86c16cd6adc7c5c completed March 21, 2026, 10:19 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a0bbed08190bf21bd99343b90a4 completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 1:54 p.m.