Triple

T7490528
Position Surface form Disambiguated ID Type / Status
Subject Lanna Kingdom E176993 entity
Predicate language P15 FINISHED
Object 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.
E668768 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: Lanna language | Statement: [Lanna Kingdom, language, Lanna language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lanna language
Context triple: [Lanna Kingdom, language, Lanna language]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tonsawang language
    Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
  • E. 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.
  • 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: Lanna language
Triple: [Lanna Kingdom, language, Lanna language]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lanna language
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Tonsawang language
    Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
  • E. 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.
  • 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_69c69f2583808190bd1a4936c42a5815 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f55bdb3481908653b46eafba011d completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c76a8988190bb5ff21731b19d4b completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83e4052b481908df2fc43c71b3b07 completed March 28, 2026, 8:46 p.m.
NED2 Entity disambiguation (via description) batch_69c83ed33870819094b085229376da8a completed March 28, 2026, 8:49 p.m.
Created at: March 27, 2026, 3:43 p.m.