Triple

T11397599
Position Surface form Disambiguated ID Type / Status
Subject Yakoma language E270017 entity
Predicate ethnicGroup P194 FINISHED
Object Yakoma people
The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
E1138418 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 people | Statement: [Yakoma language, ethnicGroup, Yakoma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yakoma people
Context triple: [Yakoma language, ethnicGroup, Yakoma people]
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Yana people
    The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
  • C. Yamaji people
    The Yamaji people are an Aboriginal Australian group from the Mid West region of Western Australia, known for their distinct cultural traditions, languages, and connection to their ancestral lands.
  • D. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • E. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and 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: Yakoma people
Triple: [Yakoma language, ethnicGroup, Yakoma people]
Generated description
The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yakoma people
Target entity description: The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
  • A. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • B. Yana people
    The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
  • C. Yamaji people
    The Yamaji people are an Aboriginal Australian group from the Mid West region of Western Australia, known for their distinct cultural traditions, languages, and connection to their ancestral lands.
  • D. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • E. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and 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_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_69feb7ca3e348190a75c1dd8aec73a40 completed May 9, 2026, 4:27 a.m.
NEDg Description generation batch_69feba1d256c8190ba13379d0cb8135c completed May 9, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69feba93c4cc819083c683210d1f03f8 completed May 9, 2026, 4:39 a.m.
Created at: April 8, 2026, 9:34 p.m.