Triple

T13428484
Position Surface form Disambiguated ID Type / Status
Subject Tai Dam language E313544 entity
Predicate spokenBy P2181 FINISHED
Object Black Tai people
The Black Tai people are an ethnic group of the Tai family, primarily living in parts of Vietnam, Laos, and Thailand, known for their distinct cultural traditions, clothing, and language.
E1038449 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: Black Tai people | Statement: [Tai Dam language, spokenBy, Black Tai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Tai people
Context triple: [Tai Dam language, spokenBy, Black Tai people]
  • A. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • B. Shai people
    The Shai people are an indigenous ethnic group in southeastern Ghana, historically known for their hilltop settlements, rich cultural traditions, and custodianship of the Shai Hills area.
  • C. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • D. Tsou people
    The Tsou people are an indigenous Austronesian ethnic group of Taiwan, traditionally known for their mountain settlements, distinct language, and rich ceremonial culture.
  • E. Thao people
    The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
  • 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: Black Tai people
Triple: [Tai Dam language, spokenBy, Black Tai people]
Generated description
The Black Tai people are an ethnic group of the Tai family, primarily living in parts of Vietnam, Laos, and Thailand, known for their distinct cultural traditions, clothing, and language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Tai people
Target entity description: The Black Tai people are an ethnic group of the Tai family, primarily living in parts of Vietnam, Laos, and Thailand, known for their distinct cultural traditions, clothing, and language.
  • A. Semai people
    The Semai people are an indigenous Orang Asli group of Peninsular Malaysia known for their horticultural lifestyle, relatively egalitarian and non-violent social structure, and distinctive Austroasiatic (Aslian) language and culture.
  • B. Shai people
    The Shai people are an indigenous ethnic group in southeastern Ghana, historically known for their hilltop settlements, rich cultural traditions, and custodianship of the Shai Hills area.
  • C. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • D. Tsou people
    The Tsou people are an indigenous Austronesian ethnic group of Taiwan, traditionally known for their mountain settlements, distinct language, and rich ceremonial culture.
  • E. Thao people
    The Thao people are one of Taiwan’s smallest indigenous groups, traditionally living around Sun Moon Lake in central Taiwan and known for their distinct language and cultural practices.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed1f9208190bf5ef5b8a7ded376 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f730883cb48190add9469c48dc3e89 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:40 p.m.