Triple

T7538416
Position Surface form Disambiguated ID Type / Status
Subject Gbaya languages E178209 entity
Predicate spokenBy P2181 FINISHED
Object 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.
E698251 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: Gbaya people | Statement: [Gbaya languages, spokenBy, Gbaya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gbaya people
Context triple: [Gbaya languages, spokenBy, Gbaya people]
  • A. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • B. 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.
  • C. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • D. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • E. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • 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: Gbaya people
Triple: [Gbaya languages, spokenBy, Gbaya people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gbaya people
Target entity description: 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.
  • A. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • B. 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.
  • C. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • D. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • E. Mbojo people
    The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
  • 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_69c69f2be3888190a6667a27f8f195e9 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8710400819088e430c8c550577e completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb59ca4c088190bc4f1f9b2488d996 completed March 31, 2026, 5:21 a.m.
NEDg Description generation batch_69cb5f1afe0c8190916c7a9b2eab9270 completed March 31, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cb764973f88190964f91ee7e3fdc06 completed March 31, 2026, 7:22 a.m.
Created at: March 27, 2026, 3:48 p.m.