Triple

T15944879
Position Surface form Disambiguated ID Type / Status
Subject Gofa E386658 entity
Predicate spokenBy P2181 FINISHED
Object Gofa people
The Gofa people are an ethnic group indigenous to southwestern Ethiopia, known for their distinct Omotic language and agrarian cultural traditions.
E1409707 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: Gofa people | Statement: [Gofa, spokenBy, Gofa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gofa people
Context triple: [Gofa, spokenBy, Gofa people]
  • A. Gbaya people
    The Gbaya people are an ethnic group of Central Africa, primarily in the Central African Republic and neighboring countries, known for their farming traditions, rich oral culture, and distinct Gbaya languages.
  • 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. Gio people
    The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • D. Gonja people
    The Gonja people are an ethnic group primarily found in northern Ghana, known for their historical Gonja kingdom, distinct cultural traditions, and use of the Gonja language.
  • E. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • 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: Gofa people
Triple: [Gofa, spokenBy, Gofa people]
Generated description
The Gofa people are an ethnic group indigenous to southwestern Ethiopia, known for their distinct Omotic language and agrarian cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gofa people
Target entity description: The Gofa people are an ethnic group indigenous to southwestern Ethiopia, known for their distinct Omotic language and agrarian cultural traditions.
  • A. Gbaya people
    The Gbaya people are an ethnic group of Central Africa, primarily in the Central African Republic and neighboring countries, known for their farming traditions, rich oral culture, and distinct Gbaya languages.
  • 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. Gio people
    The Gio people are an ethnic group primarily found in northeastern Liberia and neighboring Guinea, known for their distinct language, cultural traditions, and significant involvement in Liberia’s modern political and conflict history.
  • D. Gonja people
    The Gonja people are an ethnic group primarily found in northern Ghana, known for their historical Gonja kingdom, distinct cultural traditions, and use of the Gonja language.
  • E. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d0d55c8190af59ff169e8add78 completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081f1c707c81908de1424ba3f05828 completed May 16, 2026, 7:39 a.m.
NEDg Description generation batch_6a08204234a48190b9f9a1907e9eddf6 completed May 16, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a082112e7bc8190a10cdee4571d053a completed May 16, 2026, 7:47 a.m.
Created at: April 10, 2026, 4:53 a.m.