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.