Triple

T4582062
Position Surface form Disambiguated ID Type / Status
Subject Amhara E101876 entity
Predicate neighboringEthnicGroups P11274 FINISHED
Object Agew peoples
The Agew peoples are a Cushitic-speaking ethnic group of the Ethiopian Highlands known for their historical kingdoms and significant influence on the development of medieval Ethiopian civilization.
E462658 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: Agew peoples | Statement: [Amhara, neighboringEthnicGroups, Agew peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agew peoples
Context triple: [Amhara, neighboringEthnicGroups, Agew peoples]
  • A. 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.
  • B. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • C. Semendo people
    The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
  • D. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • E. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • 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: Agew peoples
Triple: [Amhara, neighboringEthnicGroups, Agew peoples]
Generated description
The Agew peoples are a Cushitic-speaking ethnic group of the Ethiopian Highlands known for their historical kingdoms and significant influence on the development of medieval Ethiopian civilization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agew peoples
Target entity description: The Agew peoples are a Cushitic-speaking ethnic group of the Ethiopian Highlands known for their historical kingdoms and significant influence on the development of medieval Ethiopian civilization.
  • A. 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.
  • B. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • C. Semendo people
    The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
  • D. Myene people
    The Myene people are an ethnic group of Gabon, primarily living along the country’s Atlantic coast and known for their seafaring traditions and distinct Bantu cultural heritage.
  • E. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • 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_69be033d90c48190b69a91db06b86998 completed March 21, 2026, 2:32 a.m.
NEDg Description generation batch_69be04c5549c819087204ac7e2e0e8ea completed March 21, 2026, 2:39 a.m.
NED2 Entity disambiguation (via description) batch_69be05970dcc8190a86771d09f27d9f2 completed March 21, 2026, 2:42 a.m.
Created at: March 20, 2026, 1:10 p.m.