Triple
T19325247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | White Tai |
E483329
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
White Tai language
White Tai language is a Tai–Kadai language spoken primarily by the White Tai ethnic group in northwestern Vietnam and neighboring regions of Laos.
|
E1371760
|
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: White Tai language | Statement: [White Tai, language, White Tai language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: White Tai language Context triple: [White Tai, language, White Tai language]
-
A.
Black Tai language
The Black Tai language is a Southwestern Tai language spoken primarily by the Tai Dam (Black Tai) people in parts of Vietnam, Laos, Thailand, and China.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
D.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
-
E.
Tai languages
Tai languages are a major branch of the Tai–Kadai language family that includes widely spoken languages such as Thai and Lao across Southeast Asia.
- 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: White Tai language Triple: [White Tai, language, White Tai language]
Generated description
White Tai language is a Tai–Kadai language spoken primarily by the White Tai ethnic group in northwestern Vietnam and neighboring regions of Laos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: White Tai language Target entity description: White Tai language is a Tai–Kadai language spoken primarily by the White Tai ethnic group in northwestern Vietnam and neighboring regions of Laos.
-
A.
Black Tai language
The Black Tai language is a Southwestern Tai language spoken primarily by the Tai Dam (Black Tai) people in parts of Vietnam, Laos, Thailand, and China.
-
B.
Tai Nüa language
The Tai Nüa language is a Southwestern Tai language spoken primarily by the Tai Nüa people in parts of China and Southeast Asia, closely related to other Tai languages such as Thai and Lao.
-
C.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
D.
Tai Khamyang language
The Tai Khamyang language is an endangered Southwestern Tai language spoken by the Khamyang ethnic community in parts of Northeast India, notable for its close relation to other Tai languages of the region and its ongoing revitalization efforts.
-
E.
Tai languages
Tai languages are a major branch of the Tai–Kadai language family that includes widely spoken languages such as Thai and Lao across Southeast Asia.
- 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d8bb28c81909b3a3bbb96b69b4f |
completed | April 20, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0724019bac8190bd3034d044336492 |
completed | May 15, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a0725d467cc8190b42352c1b591bc6f |
completed | May 15, 2026, 1:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0726f886d48190bca4b40b17e6c46b |
completed | May 15, 2026, 2 p.m. |
Created at: April 10, 2026, 1:32 p.m.