Triple

T11397615
Position Surface form Disambiguated ID Type / Status
Subject Yakoma language E270017 entity
Predicate hasSpeakersAmong P73409 FINISHED
Object Yakoma ethnic group
The Yakoma ethnic group is a Central African community primarily residing in the Central African Republic, known for its distinct cultural traditions and use of the Yakoma language.
 E923593 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: Yakoma ethnic group | Statement: [Yakoma language, hasSpeakersAmong, Yakoma ethnic group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yakoma ethnic group
Context triple: [Yakoma language, hasSpeakersAmong, Yakoma ethnic group]
  • A. Bole ethnic group
    The Bole ethnic group is a West African people, primarily in northeastern Nigeria, known for their Chadic language, agricultural livelihood, and participation in regional trade and Islamic cultural traditions.
  • B. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • C. Banda-Linda ethnic group
    The Banda-Linda ethnic group is a Central African people, primarily in the Central African Republic, known for their distinct cultural traditions and their use of the Banda-Linda language.
  • D. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • E. Yuqui people
    The Yuqui people are an indigenous group of the Bolivian lowlands, culturally and linguistically related to the Sirionó and known for their traditional forest-based lifestyle.
  • 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: Yakoma ethnic group
Triple: [Yakoma language, hasSpeakersAmong, Yakoma ethnic group]
Generated description
The Yakoma ethnic group is a Central African community primarily residing in the Central African Republic, known for its distinct cultural traditions and use of the Yakoma language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yakoma ethnic group
Target entity description: The Yakoma ethnic group is a Central African community primarily residing in the Central African Republic, known for its distinct cultural traditions and use of the Yakoma language.
  • A. Bole ethnic group
    The Bole ethnic group is a West African people, primarily in northeastern Nigeria, known for their Chadic language, agricultural livelihood, and participation in regional trade and Islamic cultural traditions.
  • B. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • C. Banda-Linda ethnic group
    The Banda-Linda ethnic group is a Central African people, primarily in the Central African Republic, known for their distinct cultural traditions and their use of the Banda-Linda language.
  • D. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • E. Yuqui people
    The Yuqui people are an indigenous group of the Bolivian lowlands, culturally and linguistically related to the Sirionó and known for their traditional forest-based lifestyle.
  • 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d80019d3d48190a2f473deb6eae33a completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58cd74280819092f8c420630f4889 completed April 20, 2026, 2:17 a.m.
NEDg Description generation batch_69e59774e6648190a38b2515a83c2e0c completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3abf24481908fb71f4ef6b13532 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:34 p.m.