Triple

T6184457
Position Surface form Disambiguated ID Type / Status
Subject Babuza language E138021 entity
Predicate spokenBy P2181 FINISHED
Object Babuza people
The Babuza people are an indigenous ethnic group of Taiwan, traditionally inhabiting the western plains and known for their distinct Austronesian culture and heritage.
E597660 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: Babuza people | Statement: [Babuza language, spokenBy, Babuza people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Babuza people
Context triple: [Babuza language, spokenBy, Babuza people]
  • A. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • B. 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.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • E. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • 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: Babuza people
Triple: [Babuza language, spokenBy, Babuza people]
Generated description
The Babuza people are an indigenous ethnic group of Taiwan, traditionally inhabiting the western plains and known for their distinct Austronesian culture and heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Babuza people
Target entity description: The Babuza people are an indigenous ethnic group of Taiwan, traditionally inhabiting the western plains and known for their distinct Austronesian culture and heritage.
  • A. Ambundu people
    The Ambundu people are a major Bantu ethnic group of Angola, historically centered in the northwestern region and known for their influential kingdoms, especially the Kingdom of Ndongo.
  • B. 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.
  • C. Bura people
    The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
  • D. Pimbwe people
    The Pimbwe people are an ethnic group of western Tanzania, traditionally living near Lake Rukwa and known for mixed farming, fishing, and distinctive cultural practices.
  • E. Benga people
    The Benga people are a coastal Bantu ethnic group of Central Africa, traditionally living on islands and shores around the Gulf of Guinea, especially in present-day Equatorial Guinea and Gabon.
  • 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_69c008a8fd408190b7ec6e42934974a6 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c061020d148190ae2edf2b363f1e24 completed March 22, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fadf36c819091b57c2c390f72b5 completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c660ae1ae48190941b4e0fc1fa6bea completed March 27, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_69c6615b639c8190af0073368e55ab8d completed March 27, 2026, 10:52 a.m.
Created at: March 22, 2026, 4:19 p.m.