Triple
T9192417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waic branch |
E220621
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Bo Luang Lawa language
The Bo Luang Lawa language is a Lawa variety spoken by the Lawa people of northern Thailand, belonging to the Waic branch of the Austroasiatic language family.
|
E783495
|
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: Bo Luang Lawa language | Statement: [Waic branch, hasMemberLanguage, Bo Luang Lawa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bo Luang Lawa language Context triple: [Waic branch, hasMemberLanguage, Bo Luang Lawa language]
-
A.
Lanna language
The Lanna language, also known as Northern Thai or Kham Mueang, is a Tai-Kadai language historically spoken in the former Lanna Kingdom region of northern Thailand and neighboring areas.
-
B.
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.
-
C.
Lao–Phuthai languages
The Lao–Phuthai languages are a subgroup of Southwestern Tai languages spoken primarily in Laos and northeastern Thailand, including varieties such as Lao and Phuthai.
-
D.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
E.
Tai Phake language
The Tai Phake language is a Southwestern Tai language spoken by the Tai Phake ethnic community in parts of Northeast India, notable for its tonal system and close relation to other Tai languages of 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: Bo Luang Lawa language Triple: [Waic branch, hasMemberLanguage, Bo Luang Lawa language]
Generated description
The Bo Luang Lawa language is a Lawa variety spoken by the Lawa people of northern Thailand, belonging to the Waic branch of the Austroasiatic language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bo Luang Lawa language Target entity description: The Bo Luang Lawa language is a Lawa variety spoken by the Lawa people of northern Thailand, belonging to the Waic branch of the Austroasiatic language family.
-
A.
Lanna language
The Lanna language, also known as Northern Thai or Kham Mueang, is a Tai-Kadai language historically spoken in the former Lanna Kingdom region of northern Thailand and neighboring areas.
-
B.
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.
-
C.
Lao–Phuthai languages
The Lao–Phuthai languages are a subgroup of Southwestern Tai languages spoken primarily in Laos and northeastern Thailand, including varieties such as Lao and Phuthai.
-
D.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
E.
Tai Phake language
The Tai Phake language is a Southwestern Tai language spoken by the Tai Phake ethnic community in parts of Northeast India, notable for its tonal system and close relation to other Tai languages of 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c077b4819086c74e91ee4bd75e |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c2bb2c481909db8c223aececf37 |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05d4ec9d48190bb425fe0449f4bf2 |
completed | April 4, 2026, 12:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05dde94f08190aec82aa680ca0dce |
completed | April 4, 2026, 12:39 a.m. |
Created at: March 30, 2026, 7:24 p.m.