Triple

T4581860
Position Surface form Disambiguated ID Type / Status
Subject Serkalem Fasil E101872 entity
Predicate ethnicGroup P194 FINISHED
Object 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.
E454540 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: Amhara people | Statement: [Serkalem Fasil, ethnicGroup, Amhara people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amhara people
Context triple: [Serkalem Fasil, ethnicGroup, Amhara people]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tigray-Tigrinya people
    The Tigray-Tigrinya people are a Semitic-speaking ethnic group of the Horn of Africa, primarily inhabiting northern Ethiopia and Eritrea and known for their ancient Christian heritage and distinctive highland culture.
  • E. Gumuz people
    The Gumuz people are an ethnic group indigenous to the border regions of western Ethiopia and eastern Sudan, known for their distinct Nilo-Saharan language, agrarian lifestyle, and historically marginalized status.
  • 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: Amhara people
Triple: [Serkalem Fasil, ethnicGroup, Amhara people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amhara people
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tigray-Tigrinya people
    The Tigray-Tigrinya people are a Semitic-speaking ethnic group of the Horn of Africa, primarily inhabiting northern Ethiopia and Eritrea and known for their ancient Christian heritage and distinctive highland culture.
  • E. Gumuz people
    The Gumuz people are an ethnic group indigenous to the border regions of western Ethiopia and eastern Sudan, known for their distinct Nilo-Saharan language, agrarian lifestyle, and historically marginalized status.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd590116e88190b8495b2a78cf3fb6 completed March 20, 2026, 2:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69bde09015c48190b4f992f3f95023cf completed March 21, 2026, 12:04 a.m.
NEDg Description generation batch_69bde15983cc81909f188e17ca8f2f0b completed March 21, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69bde1fff7d08190ac2061a9c43d34d7 completed March 21, 2026, 12:10 a.m.
Created at: March 20, 2026, 1:10 p.m.