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.